Accident Reports Insights

Dataset statistics

Number of variables	36
Number of observations	301761
Missing cells	2097739
Missing cells (%)	19.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	744.9 MiB
Average record size in memory	2.5 KiB

Variable types

Categorical	23
Text	7
Numeric	5
Unsupported	1

Alerts

`RI` has constant value ""	Constant
`Accident_Classification` is highly imbalanced (80.6%)	Imbalance
`Main_Cause` is highly imbalanced (66.5%)	Imbalance
`Surface_Type` is highly imbalanced (61.0%)	Imbalance
`Surface_Condition` is highly imbalanced (56.2%)	Imbalance
`Road_Condition` is highly imbalanced (56.0%)	Imbalance
`Spot_Conditions` is highly imbalanced (80.0%)	Imbalance
`Accident_SpotB` has 125077 (41.4%) missing values	Missing
`Lane_Type` has 239253 (79.3%) missing values	Missing
`Road_Markings` has 271601 (90.0%) missing values	Missing
`Spot_Conditions` has 248412 (82.3%) missing values	Missing
`Side_Walk` has 254704 (84.4%) missing values	Missing
`RoadJunction` has 301761 (100.0%) missing values	Missing
`Collision_TypeB` has 125075 (41.4%) missing values	Missing
`landmark_second` has 255792 (84.8%) missing values	Missing
`Distance_LandMark_Second` has 274895 (91.1%) missing values	Missing
`Crime_No` has unique values	Unique
`RoadJunction` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`Latitude` has 204549 (67.8%) zeros	Zeros
`Longitude` has 204552 (67.8%) zeros	Zeros

Reproduction

Analysis started	2024-04-14 05:24:58.086517
Analysis finished	2024-04-14 05:27:17.430735
Duration	2 minutes and 19.34 seconds
Software version	ydata-profiling vv4.7.0
Download configuration	config.json

DISTRICTNAME
Categorical

Distinct	38
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	19.4 MiB

Bengaluru City	34526
Tumakuru	16738
Bengaluru Dist	15436
Hassan	15365
Mandya	15295
Other values (33)	204401

Length

Max length	21
Median length	16
Mean length	10.372083
Min length	5

Characters and Unicode

Total characters	3129890
Distinct characters	38
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Bagalkot
2nd row	Bagalkot
3rd row	Bagalkot
4th row	Bagalkot
5th row	Bagalkot

Common Values

Value	Count	Frequency (%)
Bengaluru City	34526	11.4%
Tumakuru	16738	5.5%
Bengaluru Dist	15436	5.1%
Hassan	15365	5.1%
Mandya	15295	5.1%
Belagavi Dist	15058	5.0%
Chitradurga	11899	3.9%
Shivamogga	11583	3.8%
Mysuru Dist	10930	3.6%
Ramanagara	10711	3.5%
Other values (28)	144220	47.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
city	60153	14.2%
bengaluru	49962	11.8%
dist	41424	9.8%
belagavi	19663	4.7%
mysuru	17092	4.0%
tumakuru	16738	4.0%
kannada	15389	3.6%
hassan	15365	3.6%
mandya	15295	3.6%
chitradurga	11899	2.8%
Other values (28)	159291	37.7%

Most occurring characters

Value	Count	Frequency (%)
a	587838	18.8%
u	268700	8.6%
i	223047	7.1%
r	221684	7.1%
g	171168	5.5%
n	152960	4.9%
t	137063	4.4%
l	134716	4.3%
	120510	3.9%
y	104146	3.3%
Other values (28)	1008058	32.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3129890	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	587838	18.8%
u	268700	8.6%
i	223047	7.1%
r	221684	7.1%
g	171168	5.5%
n	152960	4.9%
t	137063	4.4%
l	134716	4.3%
	120510	3.9%
y	104146	3.3%
Other values (28)	1008058	32.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3129890	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	587838	18.8%
u	268700	8.6%
i	223047	7.1%
r	221684	7.1%
g	171168	5.5%
n	152960	4.9%
t	137063	4.4%
l	134716	4.3%
	120510	3.9%
y	104146	3.3%
Other values (28)	1008058	32.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3129890	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	587838	18.8%
u	268700	8.6%
i	223047	7.1%
r	221684	7.1%
g	171168	5.5%
n	152960	4.9%
t	137063	4.4%
l	134716	4.3%
	120510	3.9%
y	104146	3.3%
Other values (28)	1008058	32.2%

UNITNAME
Text

Distinct	727
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	20.9 MiB

Length

Max length	44
Median length	23
Mean length	15.777781
Min length	6

Characters and Unicode

Total characters	4761119
Distinct characters	53
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	10 ?
Unique (%)	< 0.1%

Sample

1st row	Amengad PS
2nd row	Amengad PS
3rd row	Amengad PS
4th row	Amengad PS
5th row	Amengad PS

Value	Count	Frequency (%)
ps	297892	37.8%
traffic	95936	12.2%
rural	36020	4.6%
town	11634	1.5%
south	5614	0.7%
north	4807	0.6%
nelamangala	4333	0.5%
v	4320	0.5%
station	3870	0.5%
police	3869	0.5%
Other values (654)	320586	40.6%

Most occurring characters

Value	Count	Frequency (%)
a	729915	15.3%
	492706	10.3%
r	341326	7.2%
S	337405	7.1%
P	315279	6.6%
i	267336	5.6%
l	196834	4.1%
f	193542	4.1%
u	185963	3.9%
n	164082	3.4%
Other values (43)	1536731	32.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4761119	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	729915	15.3%
	492706	10.3%
r	341326	7.2%
S	337405	7.1%
P	315279	6.6%
i	267336	5.6%
l	196834	4.1%
f	193542	4.1%
u	185963	3.9%
n	164082	3.4%
Other values (43)	1536731	32.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4761119	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	729915	15.3%
	492706	10.3%
r	341326	7.2%
S	337405	7.1%
P	315279	6.6%
i	267336	5.6%
l	196834	4.1%
f	193542	4.1%
u	185963	3.9%
n	164082	3.4%
Other values (43)	1536731	32.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4761119	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	729915	15.3%
	492706	10.3%
r	341326	7.2%
S	337405	7.1%
P	315279	6.6%
i	267336	5.6%
l	196834	4.1%
f	193542	4.1%
u	185963	3.9%
n	164082	3.4%
Other values (43)	1536731	32.3%

Crime_No
Real number (ℝ)

UNIQUE

Distinct	301761
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.0532327 × 10¹⁶

Minimum	1.0438011 × 10¹⁶
Maximum	1.0986189 × 10¹⁶
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	1.0438011 × 10¹⁶
5-th percentile	1.0440156 × 10¹⁶
Q1	1.0444147 × 10¹⁶
median	1.0455217 × 10¹⁶
Q3	1.0464164 × 10¹⁶
95-th percentile	1.0980106 × 10¹⁶
Maximum	1.0986189 × 10¹⁶
Range	5.481779 × 10¹⁴
Interquartile range (IQR)	2.0017 × 10¹³

Descriptive statistics

Standard deviation	1.8842034 × 10¹⁴
Coefficient of variation (CV)	0.017889716
Kurtosis	1.7586905
Mean	1.0532327 × 10¹⁶
Median Absolute Deviation (MAD)	1.10034 × 10¹³
Skewness	1.9343989
Sum	5.4055066 × 10¹⁸
Variance	3.5502225 × 10²⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.047012452 × 10¹⁶	1	< 0.1%
1.098021712 × 10¹⁶	1	< 0.1%
1.098021712 × 10¹⁶	1	< 0.1%
1.098021712 × 10¹⁶	1	< 0.1%
1.098021712 × 10¹⁶	1	< 0.1%
1.098021712 × 10¹⁶	1	< 0.1%
1.098021712 × 10¹⁶	1	< 0.1%
1.098021712 × 10¹⁶	1	< 0.1%
1.098021712 × 10¹⁶	1	< 0.1%
1.098021712 × 10¹⁶	1	< 0.1%
Other values (301751)	301751	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.043801062 × 10¹⁶	1	< 0.1%
1.043801062 × 10¹⁶	1	< 0.1%
1.043801062 × 10¹⁶	1	< 0.1%
1.043801062 × 10¹⁶	1	< 0.1%
1.043801062 × 10¹⁶	1	< 0.1%
1.043801062 × 10¹⁶	1	< 0.1%
1.043801062 × 10¹⁶	1	< 0.1%
1.043801062 × 10¹⁶	1	< 0.1%
1.043801062 × 10¹⁶	1	< 0.1%
1.043801062 × 10¹⁶	1	< 0.1%

Value	Count	Frequency (%)
1.098618852 × 10¹⁶	1	< 0.1%
1.098618852 × 10¹⁶	1	< 0.1%
1.098618852 × 10¹⁶	1	< 0.1%
1.098618852 × 10¹⁶	1	< 0.1%
1.098618852 × 10¹⁶	1	< 0.1%
1.098618852 × 10¹⁶	1	< 0.1%
1.098618852 × 10¹⁶	1	< 0.1%
1.098618852 × 10¹⁶	1	< 0.1%
1.098618852 × 10¹⁶	1	< 0.1%
1.098618852 × 10¹⁶	1	< 0.1%

Year
Real number (ℝ)

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2019.4551

Minimum	2016
Maximum	2023
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	2016
5-th percentile	2016
Q1	2017
median	2019
Q3	2022
95-th percentile	2023
Maximum	2023
Range	7
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	2.3251807
Coefficient of variation (CV)	0.0011513902
Kurtosis	-1.2714899
Mean	2019.4551
Median Absolute Deviation (MAD)	2
Skewness	0.052741483
Sum	6.0939278 × 10⁸
Variance	5.4064653
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
2018	39971	13.2%
2023	39635	13.1%
2016	39271	13.0%
2019	39228	13.0%
2017	38976	12.9%
2022	38140	12.6%
2021	33557	11.1%
2020	32983	10.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2016	39271	13.0%
2017	38976	12.9%
2018	39971	13.2%
2019	39228	13.0%
2020	32983	10.9%
2021	33557	11.1%
2022	38140	12.6%
2023	39635	13.1%

Value	Count	Frequency (%)
2023	39635	13.1%
2022	38140	12.6%
2021	33557	11.1%
2020	32983	10.9%
2019	39228	13.0%
2018	39971	13.2%
2017	38976	12.9%
2016	39271	13.0%

RI
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.7 MiB

1	301761

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	301761
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	301761	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	301761	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	301761	100.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	301761	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	301761	100.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	301761	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	301761	100.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	301761	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	301761	100.0%

Noofvehicle_involved
Real number (ℝ)

Distinct	21
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.578819

Minimum	1
Maximum	75
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	2
Q3	2
95-th percentile	2
Maximum	75
Range	74
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.61518965
Coefficient of variation (CV)	0.38965179
Kurtosis	1470.954
Mean	1.578819
Median Absolute Deviation (MAD)	0
Skewness	15.9525
Sum	476426
Variance	0.37845831
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
2	160097	53.1%
1	135274	44.8%
3	5496	1.8%
4	629	0.2%
5	150	< 0.1%
6	56	< 0.1%
7	23	< 0.1%
8	11	< 0.1%
22	6	< 0.1%
9	4	< 0.1%
Other values (11)	15	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	135274	44.8%
2	160097	53.1%
3	5496	1.8%
4	629	0.2%
5	150	< 0.1%
6	56	< 0.1%
7	23	< 0.1%
8	11	< 0.1%
9	4	< 0.1%
10	2	< 0.1%

Value	Count	Frequency (%)
75	1	< 0.1%
65	1	< 0.1%
52	1	< 0.1%
49	1	< 0.1%
46	1	< 0.1%
36	1	< 0.1%
22	6	< 0.1%
21	2	< 0.1%
20	1	< 0.1%
12	2	< 0.1%

Accident_Classification
Categorical

IMBALANCE

Distinct	5
Distinct (%)	< 0.1%
Missing	2
Missing (%)	< 0.1%
Memory size	20.5 MiB

Road Accidents	278101
Not Applicable	20090
Rail Road Accidents	3057
Other Railway Accidents	510
KURUB	1

Length

Max length	23
Median length	14
Mean length	14.065834
Min length	5

Characters and Unicode

Total characters	4244492
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	Road Accidents
2nd row	Road Accidents
3rd row	Road Accidents
4th row	Road Accidents
5th row	Road Accidents

Common Values

Value	Count	Frequency (%)
Road Accidents	278101	92.2%
Not Applicable	20090	6.7%
Rail Road Accidents	3057	1.0%
Other Railway Accidents	510	0.2%
KURUB	1	< 0.1%
(Missing)	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
accidents	281668	46.4%
road	281158	46.3%
not	20090	3.3%
applicable	20090	3.3%
rail	3057	0.5%
other	510	0.1%
railway	510	0.1%
kurub	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
c	583426	13.7%
d	562826	13.3%
a	305325	7.2%
	305325	7.2%
i	305325	7.2%
e	302268	7.1%
t	302268	7.1%
A	301758	7.1%
o	301248	7.1%
R	284726	6.7%
Other values (14)	689997	16.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4244492	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
c	583426	13.7%
d	562826	13.3%
a	305325	7.2%
	305325	7.2%
i	305325	7.2%
e	302268	7.1%
t	302268	7.1%
A	301758	7.1%
o	301248	7.1%
R	284726	6.7%
Other values (14)	689997	16.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4244492	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
c	583426	13.7%
d	562826	13.3%
a	305325	7.2%
	305325	7.2%
i	305325	7.2%
e	302268	7.1%
t	302268	7.1%
A	301758	7.1%
o	301248	7.1%
R	284726	6.7%
Other values (14)	689997	16.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4244492	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
c	583426	13.7%
d	562826	13.3%
a	305325	7.2%
	305325	7.2%
i	305325	7.2%
e	302268	7.1%
t	302268	7.1%
A	301758	7.1%
o	301248	7.1%
R	284726	6.7%
Other values (14)	689997	16.3%

Accident_Spot
Categorical

Distinct	20
Distinct (%)	< 0.1%
Missing	1
Missing (%)	< 0.1%
Memory size	19.3 MiB

Not Applicable	78483
Narrow road	65991
Other	56061
Cross roads	27170
Curves	25983
Other values (15)	48072

Length

Max length	26
Median length	22
Mean length	9.9389515
Min length	5

Characters and Unicode

Total characters	2999178
Distinct characters	36
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Bottleneck
2nd row	Bridge
3rd row	Bottleneck
4th row	Bottleneck
5th row	Cross roads

Common Values

Value	Count	Frequency (%)
Not Applicable	78483	26.0%
Narrow road	65991	21.9%
Other	56061	18.6%
Cross roads	27170	9.0%
Curves	25983	8.6%
Junction	16402	5.4%
Circle	13336	4.4%
Road hump or Rumble strips	3712	1.2%
Offset	3482	1.2%
Bridge	3177	1.1%
Other values (10)	7963	2.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
not	78483	15.9%
applicable	78483	15.9%
road	69703	14.1%
narrow	65991	13.3%
other	56061	11.3%
cross	27170	5.5%
roads	27170	5.5%
curves	25983	5.3%
junction	19315	3.9%
circle	13678	2.8%
Other values (22)	32461	6.6%

Most occurring characters

Value	Count	Frequency (%)
r	361842	12.1%
o	297090	9.9%
a	243949	8.1%
	192738	6.4%
e	192342	6.4%
l	178577	6.0%
t	168703	5.6%
p	164390	5.5%
N	144474	4.8%
s	120002	4.0%
Other values (26)	935071	31.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2999178	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	361842	12.1%
o	297090	9.9%
a	243949	8.1%
	192738	6.4%
e	192342	6.4%
l	178577	6.0%
t	168703	5.6%
p	164390	5.5%
N	144474	4.8%
s	120002	4.0%
Other values (26)	935071	31.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2999178	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	361842	12.1%
o	297090	9.9%
a	243949	8.1%
	192738	6.4%
e	192342	6.4%
l	178577	6.0%
t	168703	5.6%
p	164390	5.5%
N	144474	4.8%
s	120002	4.0%
Other values (26)	935071	31.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2999178	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	361842	12.1%
o	297090	9.9%
a	243949	8.1%
	192738	6.4%
e	192342	6.4%
l	178577	6.0%
t	168703	5.6%
p	164390	5.5%
N	144474	4.8%
s	120002	4.0%
Other values (26)	935071	31.2%

Accident_Location
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	3
Missing (%)	< 0.1%
Memory size	19.5 MiB

Rural Areas	171887
City/Town	111941
Villages settlement	11279
Not Applicable	6651

Length

Max length	19
Median length	11
Mean length	10.623218
Min length	9

Characters and Unicode

Total characters	3205641
Distinct characters	25
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Rural Areas
2nd row	Villages settlement
3rd row	City/Town
4th row	Rural Areas
5th row	City/Town

Common Values

Value	Count	Frequency (%)
Rural Areas	171887	57.0%
City/Town	111941	37.1%
Villages settlement	11279	3.7%
Not Applicable	6651	2.2%
(Missing)	3	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
rural	171887	35.0%
areas	171887	35.0%
city/town	111941	22.8%
villages	11279	2.3%
settlement	11279	2.3%
not	6651	1.4%
applicable	6651	1.4%

Most occurring characters

Value	Count	Frequency (%)
a	361704	11.3%
r	343774	10.7%
e	223654	7.0%
l	219026	6.8%
s	194445	6.1%
	189817	5.9%
A	178538	5.6%
R	171887	5.4%
u	171887	5.4%
t	152429	4.8%
Other values (15)	998480	31.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3205641	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	361704	11.3%
r	343774	10.7%
e	223654	7.0%
l	219026	6.8%
s	194445	6.1%
	189817	5.9%
A	178538	5.6%
R	171887	5.4%
u	171887	5.4%
t	152429	4.8%
Other values (15)	998480	31.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3205641	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	361704	11.3%
r	343774	10.7%
e	223654	7.0%
l	219026	6.8%
s	194445	6.1%
	189817	5.9%
A	178538	5.6%
R	171887	5.4%
u	171887	5.4%
t	152429	4.8%
Other values (15)	998480	31.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3205641	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	361704	11.3%
r	343774	10.7%
e	223654	7.0%
l	219026	6.8%
s	194445	6.1%
	189817	5.9%
A	178538	5.6%
R	171887	5.4%
u	171887	5.4%
t	152429	4.8%
Other values (15)	998480	31.1%

Accident_SubLocation
Categorical

Distinct	15
Distinct (%)	< 0.1%
Missing	1
Missing (%)	< 0.1%
Memory size	20.4 MiB

Open area	144878
Near Bus stop	30213
Residential area	30135
Near or inside a village	25414
Near School or College	12607
Other values (10)	58513

Length

Max length	30
Median length	9
Mean length	13.86925
Min length	9

Characters and Unicode

Total characters	4185185
Distinct characters	35
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Open area
2nd row	Narrow bridge or culverts
3rd row	Near School or College
4th row	Residential area
5th row	At pedestrian Crossing

Common Values

Value	Count	Frequency (%)
Open area	144878	48.0%
Near Bus stop	30213	10.0%
Residential area	30135	10.0%
Near or inside a village	25414	8.4%
Near School or College	12607	4.2%
Near office complex	10757	3.6%
Near Petrol Pump	10621	3.5%
Near a religious place	7528	2.5%
Near Hospital	6780	2.2%
In bazaar	6675	2.2%
Other values (5)	16152	5.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
area	180862	22.4%
open	144878	18.0%
near	111114	13.8%
or	43439	5.4%
a	40136	5.0%
bus	30213	3.7%
stop	30213	3.7%
residential	30135	3.7%
inside	25414	3.2%
village	25414	3.2%
Other values (24)	144418	17.9%

Most occurring characters

Value	Count	Frequency (%)
e	644829	15.4%
a	627547	15.0%
	504476	12.1%
r	402791	9.6%
n	222721	5.3%
p	215074	5.1%
i	194815	4.7%
l	174610	4.2%
o	174068	4.2%
s	150994	3.6%
Other values (25)	873260	20.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4185185	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	644829	15.4%
a	627547	15.0%
	504476	12.1%
r	402791	9.6%
n	222721	5.3%
p	215074	5.1%
i	194815	4.7%
l	174610	4.2%
o	174068	4.2%
s	150994	3.6%
Other values (25)	873260	20.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4185185	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	644829	15.4%
a	627547	15.0%
	504476	12.1%
r	402791	9.6%
n	222721	5.3%
p	215074	5.1%
i	194815	4.7%
l	174610	4.2%
o	174068	4.2%
s	150994	3.6%
Other values (25)	873260	20.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4185185	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	644829	15.4%
a	627547	15.0%
	504476	12.1%
r	402791	9.6%
n	222721	5.3%
p	215074	5.1%
i	194815	4.7%
l	174610	4.2%
o	174068	4.2%
s	150994	3.6%
Other values (25)	873260	20.9%

Accident_SpotB
Categorical

MISSING

Distinct	8
Distinct (%)	< 0.1%
Missing	125077
Missing (%)	41.4%
Memory size	18.1 MiB

Straight and flat	77684
Other	70015
Curve	22398
Bridge	3273
Construction Work / Material	1027
Other values (3)	2287

Length

Max length	28
Median length	5
Mean length	10.536195
Min length	5

Characters and Unicode

Total characters	1861577
Distinct characters	30
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Other
2nd row	Curve
3rd row	Other
4th row	Other
5th row	Other

Common Values

Value	Count	Frequency (%)
Straight and flat	77684	25.7%
Other	70015	23.2%
Curve	22398	7.4%
Bridge	3273	1.1%
Construction Work / Material	1027	0.3%
Pot holed	1023	0.3%
Steep Incline or Climb	829	0.3%
Culvert	435	0.1%
(Missing)	125077	41.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
straight	77684	22.9%
and	77684	22.9%
flat	77684	22.9%
other	70015	20.7%
curve	22398	6.6%
bridge	3273	1.0%
material	1027	0.3%
	1027	0.3%
work	1027	0.3%
construction	1027	0.3%
Other values (7)	5797	1.7%

Most occurring characters

Value	Count	Frequency (%)
t	308435	16.6%
a	235106	12.6%
r	177715	9.5%
	161959	8.7%
h	148722	8.0%
e	100658	5.4%
i	84669	4.5%
d	81980	4.4%
l	81827	4.4%
n	81396	4.4%
Other values (20)	399110	21.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1861577	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
t	308435	16.6%
a	235106	12.6%
r	177715	9.5%
	161959	8.7%
h	148722	8.0%
e	100658	5.4%
i	84669	4.5%
d	81980	4.4%
l	81827	4.4%
n	81396	4.4%
Other values (20)	399110	21.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1861577	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
t	308435	16.6%
a	235106	12.6%
r	177715	9.5%
	161959	8.7%
h	148722	8.0%
e	100658	5.4%
i	84669	4.5%
d	81980	4.4%
l	81827	4.4%
n	81396	4.4%
Other values (20)	399110	21.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1861577	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
t	308435	16.6%
a	235106	12.6%
r	177715	9.5%
	161959	8.7%
h	148722	8.0%
e	100658	5.4%
i	84669	4.5%
d	81980	4.4%
l	81827	4.4%
n	81396	4.4%
Other values (20)	399110	21.4%

Main_Cause
Categorical

IMBALANCE

Distinct	6
Distinct (%)	< 0.1%
Missing	2
Missing (%)	< 0.1%
Memory size	19.8 MiB

Human Error	239548
Not Applicable	53922
Vehicle Defect	7163
Road Environment Defect	1124
Accident	1

Length

Max length	23
Median length	11
Mean length	11.651971
Min length	8

Characters and Unicode

Total characters	3516087
Distinct characters	30
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	Human Error
2nd row	Human Error
3rd row	Human Error
4th row	Human Error
5th row	Human Error

Common Values

Value	Count	Frequency (%)
Human Error	239548	79.4%
Not Applicable	53922	17.9%
Vehicle Defect	7163	2.4%
Road Environment Defect	1124	0.4%
Accident	1	< 0.1%
BUDDHISTS	1	< 0.1%
(Missing)	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
human	239548	39.6%
error	239548	39.6%
not	53922	8.9%
applicable	53922	8.9%
defect	8287	1.4%
vehicle	7163	1.2%
road	1124	0.2%
environment	1124	0.2%
accident	1	< 0.1%
buddhists	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
r	719768	20.5%
	302881	8.6%
o	295718	8.4%
a	294594	8.4%
n	242921	6.9%
m	240672	6.8%
E	240672	6.8%
H	239549	6.8%
u	239548	6.8%
l	115007	3.3%
Other values (20)	584757	16.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3516087	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	719768	20.5%
	302881	8.6%
o	295718	8.4%
a	294594	8.4%
n	242921	6.9%
m	240672	6.8%
E	240672	6.8%
H	239549	6.8%
u	239548	6.8%
l	115007	3.3%
Other values (20)	584757	16.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3516087	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	719768	20.5%
	302881	8.6%
o	295718	8.4%
a	294594	8.4%
n	242921	6.9%
m	240672	6.8%
E	240672	6.8%
H	239549	6.8%
u	239548	6.8%
l	115007	3.3%
Other values (20)	584757	16.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3516087	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	719768	20.5%
	302881	8.6%
o	295718	8.4%
a	294594	8.4%
n	242921	6.9%
m	240672	6.8%
E	240672	6.8%
H	239549	6.8%
u	239548	6.8%
l	115007	3.3%
Other values (20)	584757	16.6%

Hit_Run
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	3
Missing (%)	< 0.1%
Memory size	17.7 MiB

No	197497
Not Applicable	54531
Yes	49730

Length

Max length	14
Median length	2
Mean length	4.3333333
Min length	2

Characters and Unicode

Total characters	1307618
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	No
3rd row	Yes
4th row	No
5th row	Yes

Common Values

Value	Count	Frequency (%)
No	197497	65.4%
Not Applicable	54531	18.1%
Yes	49730	16.5%
(Missing)	3	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	197497	55.4%
not	54531	15.3%
applicable	54531	15.3%
yes	49730	14.0%

Most occurring characters

Value	Count	Frequency (%)
N	252028	19.3%
o	252028	19.3%
p	109062	8.3%
l	109062	8.3%
e	104261	8.0%
t	54531	4.2%
	54531	4.2%
A	54531	4.2%
i	54531	4.2%
c	54531	4.2%
Other values (4)	208522	15.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1307618	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	252028	19.3%
o	252028	19.3%
p	109062	8.3%
l	109062	8.3%
e	104261	8.0%
t	54531	4.2%
	54531	4.2%
A	54531	4.2%
i	54531	4.2%
c	54531	4.2%
Other values (4)	208522	15.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1307618	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	252028	19.3%
o	252028	19.3%
p	109062	8.3%
l	109062	8.3%
e	104261	8.0%
t	54531	4.2%
	54531	4.2%
A	54531	4.2%
i	54531	4.2%
c	54531	4.2%
Other values (4)	208522	15.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1307618	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	252028	19.3%
o	252028	19.3%
p	109062	8.3%
l	109062	8.3%
e	104261	8.0%
t	54531	4.2%
	54531	4.2%
A	54531	4.2%
i	54531	4.2%
c	54531	4.2%
Other values (4)	208522	15.9%

Severity
Categorical

Distinct	11
Distinct (%)	< 0.1%
Missing	2
Missing (%)	< 0.1%
Memory size	19.8 MiB

Grievous Injury	128846
Simple Injury	70954
Fatal	68604
Damage Only	24607
Not Applicable	8741
Other values (6)	7

Length

Max length	15
Median length	14
Mean length	11.900918
Min length	4

Characters and Unicode

Total characters	3591209
Distinct characters	37
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	< 0.1%

Sample

1st row	Grievous Injury
2nd row	Fatal
3rd row	Damage Only
4th row	Damage Only
5th row	Fatal

Common Values

Value	Count	Frequency (%)
Grievous Injury	128846	42.7%
Simple Injury	70954	23.5%
Fatal	68604	22.7%
Damage Only	24607	8.2%
Not Applicable	8741	2.9%
BUDDHISTS	2	< 0.1%
ACHARI	1	< 0.1%
Roof	1	< 0.1%
Father	1	< 0.1%
MEDARA	1	< 0.1%
(Missing)	2	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
injury	199800	37.4%
grievous	128846	24.1%
simple	70954	13.3%
fatal	68604	12.8%
damage	24607	4.6%
only	24607	4.6%
not	8741	1.6%
applicable	8741	1.6%
buddhists	2	< 0.1%
achari	1	< 0.1%
Other values (4)	4	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
r	328648	9.2%
u	328646	9.2%
e	233150	6.5%
	233148	6.5%
n	224407	6.2%
y	224407	6.2%
i	208541	5.8%
I	199803	5.6%
j	199800	5.6%
a	195164	5.4%
Other values (27)	1215495	33.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3591209	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	328648	9.2%
u	328646	9.2%
e	233150	6.5%
	233148	6.5%
n	224407	6.2%
y	224407	6.2%
i	208541	5.8%
I	199803	5.6%
j	199800	5.6%
a	195164	5.4%
Other values (27)	1215495	33.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3591209	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	328648	9.2%
u	328646	9.2%
e	233150	6.5%
	233148	6.5%
n	224407	6.2%
y	224407	6.2%
i	208541	5.8%
I	199803	5.6%
j	199800	5.6%
a	195164	5.4%
Other values (27)	1215495	33.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3591209	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	328648	9.2%
u	328646	9.2%
e	233150	6.5%
	233148	6.5%
n	224407	6.2%
y	224407	6.2%
i	208541	5.8%
I	199803	5.6%
j	199800	5.6%
a	195164	5.4%
Other values (27)	1215495	33.8%

Collision_Type
Categorical

Distinct	24
Distinct (%)	< 0.1%
Missing	1
Missing (%)	< 0.1%
Memory size	20.3 MiB

Vehicle to Vehicle	93323
Not Applicable	54971
Others	48781
Hit pedestrian	43721
Head on	13587
Other values (19)	47377

Length

Max length	26
Median length	25
Mean length	13.567696
Min length	5

Characters and Unicode

Total characters	4094188
Distinct characters	39
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	< 0.1%

Sample

1st row	Drowned
2nd row	Hit fixed object
3rd row	Hit and Run
4th row	Head on
5th row	Head on

Common Values

Value	Count	Frequency (%)
Vehicle to Vehicle	93323	30.9%
Not Applicable	54971	18.2%
Others	48781	16.2%
Hit pedestrian	43721	14.5%
Head on	13587	4.5%
Hit and Run	11236	3.7%
Hit bicyclist	7303	2.4%
Skidding or Self accident	7284	2.4%
Rear end	6894	2.3%
Hit animal	2737	0.9%
Other values (14)	11923	4.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
vehicle	187520	27.7%
to	93323	13.8%
hit	67863	10.0%
not	54971	8.1%
applicable	54971	8.1%
others	48781	7.2%
pedestrian	43721	6.5%
head	13587	2.0%
on	13587	2.0%
run	11725	1.7%
Other values (30)	86375	12.8%

Most occurring characters

Value	Count	Frequency (%)
e	622330	15.2%
i	408071	10.0%
	374666	9.2%
t	330803	8.1%
l	318749	7.8%
c	275246	6.7%
h	238802	5.8%
V	186646	4.6%
o	176037	4.3%
p	158269	3.9%
Other values (29)	1004569	24.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4094188	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	622330	15.2%
i	408071	10.0%
	374666	9.2%
t	330803	8.1%
l	318749	7.8%
c	275246	6.7%
h	238802	5.8%
V	186646	4.6%
o	176037	4.3%
p	158269	3.9%
Other values (29)	1004569	24.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4094188	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	622330	15.2%
i	408071	10.0%
	374666	9.2%
t	330803	8.1%
l	318749	7.8%
c	275246	6.7%
h	238802	5.8%
V	186646	4.6%
o	176037	4.3%
p	158269	3.9%
Other values (29)	1004569	24.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4094188	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	622330	15.2%
i	408071	10.0%
	374666	9.2%
t	330803	8.1%
l	318749	7.8%
c	275246	6.7%
h	238802	5.8%
V	186646	4.6%
o	176037	4.3%
p	158269	3.9%
Other values (29)	1004569	24.5%

Junction_Control
Categorical

Distinct	18
Distinct (%)	< 0.1%
Missing	1
Missing (%)	< 0.1%
Memory size	20.3 MiB

Not Applicable	103240
Uncontrolled	71993
Not at Junction	52255
Controlled	43118
No signal lights	16381
Other values (13)	14773

Length

Max length	25
Median length	23
Mean length	13.50392
Min length	3

Characters and Unicode

Total characters	4074943
Distinct characters	41
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	Not Applicable
2nd row	Not Applicable
3rd row	Not Applicable
4th row	Not Applicable
5th row	Give way sign

Common Values

Value	Count	Frequency (%)
Not Applicable	103240	34.2%
Uncontrolled	71993	23.9%
Not at Junction	52255	17.3%
Controlled	43118	14.3%
No signal lights	16381	5.4%
Police / Manual	4543	1.5%
Give way sign	3235	1.1%
Signal lights Automatic	2529	0.8%
Stop sign	1512	0.5%
Signal lights Blinking	864	0.3%
Other values (8)	2090	0.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
not	155971	27.4%
applicable	103240	18.1%
uncontrolled	71993	12.6%
junction	52256	9.2%
at	52255	9.2%
controlled	43118	7.6%
signal	20351	3.6%
lights	20351	3.6%
no	16381	2.9%
sign	5243	0.9%
Other values (13)	28108	4.9%

Most occurring characters

Value	Count	Frequency (%)
l	488782	12.0%
o	465087	11.4%
t	403010	9.9%
n	326087	8.0%
	319763	7.8%
c	234561	5.8%
e	226129	5.5%
i	215668	5.3%
p	208488	5.1%
a	192538	4.7%
Other values (31)	994830	24.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4074943	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
l	488782	12.0%
o	465087	11.4%
t	403010	9.9%
n	326087	8.0%
	319763	7.8%
c	234561	5.8%
e	226129	5.5%
i	215668	5.3%
p	208488	5.1%
a	192538	4.7%
Other values (31)	994830	24.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4074943	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
l	488782	12.0%
o	465087	11.4%
t	403010	9.9%
n	326087	8.0%
	319763	7.8%
c	234561	5.8%
e	226129	5.5%
i	215668	5.3%
p	208488	5.1%
a	192538	4.7%
Other values (31)	994830	24.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4074943	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
l	488782	12.0%
o	465087	11.4%
t	403010	9.9%
n	326087	8.0%
	319763	7.8%
c	234561	5.8%
e	226129	5.5%
i	215668	5.3%
p	208488	5.1%
a	192538	4.7%
Other values (31)	994830	24.4%

Road_Character
Categorical

Distinct	13
Distinct (%)	< 0.1%
Missing	4
Missing (%)	< 0.1%
Memory size	19.6 MiB

Others	93529
Straight and flat	87348
Not Applicable	61495
Curve	38613
Hump	5482
Other values (8)	15290

Length

Max length	23
Median length	22
Mean length	10.942633
Min length	4

Characters and Unicode

Total characters	3302016
Distinct characters	29
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Curve
2nd row	Others
3rd row	Not Applicable
4th row	Not Applicable
5th row	Not Applicable

Common Values

Value	Count	Frequency (%)
Others	93529	31.0%
Straight and flat	87348	28.9%
Not Applicable	61495	20.4%
Curve	38613	12.8%
Hump	5482	1.8%
Incline	4797	1.6%
Slight Curve	3913	1.3%
Curve and Incline	2455	0.8%
Sharp Curve	1792	0.6%
Crest of hill	759	0.3%
Other values (3)	1574	0.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
others	93529	16.9%
and	89803	16.2%
straight	87348	15.8%
flat	87348	15.8%
not	61495	11.1%
applicable	61495	11.1%
curve	46773	8.4%
incline	8074	1.5%
hump	5482	1.0%
slight	3913	0.7%
Other values (10)	8791	1.6%

Most occurring characters

Value	Count	Frequency (%)
t	423314	12.8%
a	327786	9.9%
	252294	7.6%
r	232527	7.0%
l	224959	6.8%
e	212274	6.4%
h	188093	5.7%
i	163163	4.9%
p	131544	4.0%
n	106245	3.2%
Other values (19)	1039817	31.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3302016	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
t	423314	12.8%
a	327786	9.9%
	252294	7.6%
r	232527	7.0%
l	224959	6.8%
e	212274	6.4%
h	188093	5.7%
i	163163	4.9%
p	131544	4.0%
n	106245	3.2%
Other values (19)	1039817	31.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3302016	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
t	423314	12.8%
a	327786	9.9%
	252294	7.6%
r	232527	7.0%
l	224959	6.8%
e	212274	6.4%
h	188093	5.7%
i	163163	4.9%
p	131544	4.0%
n	106245	3.2%
Other values (19)	1039817	31.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3302016	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
t	423314	12.8%
a	327786	9.9%
	252294	7.6%
r	232527	7.0%
l	224959	6.8%
e	212274	6.4%
h	188093	5.7%
i	163163	4.9%
p	131544	4.0%
n	106245	3.2%
Other values (19)	1039817	31.5%

Road_Type
Categorical

Distinct	18
Distinct (%)	< 0.1%
Missing	2
Missing (%)	< 0.1%
Memory size	18.8 MiB

NH	91494
State Highway	62091
Others	58839
City or Town Road	20073
Village Road	16638
Other values (13)	52624

Length

Max length	19
Median length	18
Mean length	8.3848535
Min length	2

Characters and Unicode

Total characters	2530205
Distinct characters	35
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	State Highway
2nd row	State Highway
3rd row	State Highway
4th row	State Highway
5th row	State Highway

Common Values

Value	Count	Frequency (%)
NH	91494	30.3%
State Highway	62091	20.6%
Others	58839	19.5%
City or Town Road	20073	6.7%
Village Road	16638	5.5%
Two way	12815	4.2%
Not Applicable	7009	2.3%
One way	6157	2.0%
Major District Road	5594	1.9%
Residential Street	5583	1.9%
Other values (8)	15466	5.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
nh	91494	18.3%
highway	62091	12.4%
state	62091	12.4%
others	58839	11.8%
road	52767	10.5%
city	20073	4.0%
or	20073	4.0%
town	20073	4.0%
way	18972	3.8%
village	16638	3.3%
Other values (16)	77620	15.5%

Most occurring characters

Value	Count	Frequency (%)
t	252457	10.0%
a	234895	9.3%
	198972	7.9%
e	187731	7.4%
H	153585	6.1%
i	152652	6.0%
o	124328	4.9%
h	120930	4.8%
r	118715	4.7%
w	115163	4.6%
Other values (25)	870777	34.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2530205	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
t	252457	10.0%
a	234895	9.3%
	198972	7.9%
e	187731	7.4%
H	153585	6.1%
i	152652	6.0%
o	124328	4.9%
h	120930	4.8%
r	118715	4.7%
w	115163	4.6%
Other values (25)	870777	34.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2530205	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
t	252457	10.0%
a	234895	9.3%
	198972	7.9%
e	187731	7.4%
H	153585	6.1%
i	152652	6.0%
o	124328	4.9%
h	120930	4.8%
r	118715	4.7%
w	115163	4.6%
Other values (25)	870777	34.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2530205	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
t	252457	10.0%
a	234895	9.3%
	198972	7.9%
e	187731	7.4%
H	153585	6.1%
i	152652	6.0%
o	124328	4.9%
h	120930	4.8%
r	118715	4.7%
w	115163	4.6%
Other values (25)	870777	34.4%

Surface_Type
Categorical

IMBALANCE

Distinct	7
Distinct (%)	< 0.1%
Missing	2
Missing (%)	< 0.1%
Memory size	19.8 MiB

Bitumen(Tar)	245745
Not Applicable	22759
Concrete	14967
Surfaced	6794
Kutcha	6172
Other values (2)	5322

Length

Max length	14
Median length	12
Mean length	11.648945
Min length	6

Characters and Unicode

Total characters	3515174
Distinct characters	29
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Bitumen(Tar)
2nd row	Bitumen(Tar)
3rd row	Bitumen(Tar)
4th row	Bitumen(Tar)
5th row	Bitumen(Tar)

Common Values

Value	Count	Frequency (%)
Bitumen(Tar)	245745	81.4%
Not Applicable	22759	7.5%
Concrete	14967	5.0%
Surfaced	6794	2.3%
Kutcha	6172	2.0%
Gravel	3044	1.0%
Metalled	2278	0.8%
(Missing)	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
bitumen(tar	245745	75.7%
not	22759	7.0%
applicable	22759	7.0%
concrete	14967	4.6%
surfaced	6794	2.1%
kutcha	6172	1.9%
gravel	3044	0.9%
metalled	2278	0.7%

Most occurring characters

Value	Count	Frequency (%)
e	312832	8.9%
t	291921	8.3%
a	286792	8.2%
r	270550	7.7%
i	268504	7.6%
n	260712	7.4%
u	258711	7.4%
B	245745	7.0%
)	245745	7.0%
T	245745	7.0%
Other values (19)	827917	23.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3515174	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	312832	8.9%
t	291921	8.3%
a	286792	8.2%
r	270550	7.7%
i	268504	7.6%
n	260712	7.4%
u	258711	7.4%
B	245745	7.0%
)	245745	7.0%
T	245745	7.0%
Other values (19)	827917	23.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3515174	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	312832	8.9%
t	291921	8.3%
a	286792	8.2%
r	270550	7.7%
i	268504	7.6%
n	260712	7.4%
u	258711	7.4%
B	245745	7.0%
)	245745	7.0%
T	245745	7.0%
Other values (19)	827917	23.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3515174	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	312832	8.9%
t	291921	8.3%
a	286792	8.2%
r	270550	7.7%
i	268504	7.6%
n	260712	7.4%
u	258711	7.4%
B	245745	7.0%
)	245745	7.0%
T	245745	7.0%
Other values (19)	827917	23.6%

Surface_Condition
Categorical

IMBALANCE

Distinct	7
Distinct (%)	< 0.1%
Missing	1
Missing (%)	< 0.1%
Memory size	17.7 MiB

Dry	224187
Others	42247
Not Applicable	26331
Wet	3268
Muddy	2723
Other values (2)	3004

Length

Max length	17
Median length	3
Mean length	4.5057794
Min length	3

Characters and Unicode

Total characters	1359664
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Dry
2nd row	Not Applicable
3rd row	Dry
4th row	Dry
5th row	Dry

Common Values

Value	Count	Frequency (%)
Dry	224187	74.3%
Others	42247	14.0%
Not Applicable	26331	8.7%
Wet	3268	1.1%
Muddy	2723	0.9%
Ditch or Potholed	2054	0.7%
Flooded	950	0.3%
(Missing)	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
dry	224187	67.5%
others	42247	12.7%
not	26331	7.9%
applicable	26331	7.9%
wet	3268	1.0%
muddy	2723	0.8%
ditch	2054	0.6%
or	2054	0.6%
potholed	2054	0.6%
flooded	950	0.3%

Most occurring characters

Value	Count	Frequency (%)
r	268488	19.7%
y	226910	16.7%
D	226241	16.6%
t	75954	5.6%
e	74850	5.5%
l	55666	4.1%
p	52662	3.9%
h	46355	3.4%
s	42247	3.1%
O	42247	3.1%
Other values (14)	248044	18.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1359664	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	268488	19.7%
y	226910	16.7%
D	226241	16.6%
t	75954	5.6%
e	74850	5.5%
l	55666	4.1%
p	52662	3.9%
h	46355	3.4%
s	42247	3.1%
O	42247	3.1%
Other values (14)	248044	18.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1359664	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	268488	19.7%
y	226910	16.7%
D	226241	16.6%
t	75954	5.6%
e	74850	5.5%
l	55666	4.1%
p	52662	3.9%
h	46355	3.4%
s	42247	3.1%
O	42247	3.1%
Other values (14)	248044	18.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1359664	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	268488	19.7%
y	226910	16.7%
D	226241	16.6%
t	75954	5.6%
e	74850	5.5%
l	55666	4.1%
p	52662	3.9%
h	46355	3.4%
s	42247	3.1%
O	42247	3.1%
Other values (14)	248044	18.2%

Road_Condition
Categorical

IMBALANCE

Distinct	6
Distinct (%)	< 0.1%
Missing	3
Missing (%)	< 0.1%
Memory size	21.1 MiB

Not Applicable	220980
No influence on accident	64621
Pot holed	5276
Construction Work / Material	4408
Engineering Defect of Road	3735

Length

Max length	28
Median length	14
Mean length	16.407101
Min length	9

Characters and Unicode

Total characters	4950974
Distinct characters	29
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Not Applicable
2nd row	Not Applicable
3rd row	Not Applicable
4th row	Not Applicable
5th row	Not Applicable

Common Values

Value	Count	Frequency (%)
Not Applicable	220980	73.2%
No influence on accident	64621	21.4%
Pot holed	5276	1.7%
Construction Work / Material	4408	1.5%
Engineering Defect of Road	3735	1.2%
Drainage Ditch	2738	0.9%
(Missing)	3	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
not	220980	29.5%
applicable	220980	29.5%
no	64621	8.6%
influence	64621	8.6%
on	64621	8.6%
accident	64621	8.6%
pot	5276	0.7%
holed	5276	0.7%
	4408	0.6%
material	4408	0.6%
Other values (8)	29232	3.9%

Most occurring characters

Value	Count	Frequency (%)
l	516265	10.4%
	447286	9.0%
e	442205	8.9%
p	441960	8.9%
c	425724	8.6%
o	381468	7.7%
i	371984	7.5%
t	310574	6.3%
a	303628	6.1%
N	285601	5.8%
Other values (19)	1024279	20.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4950974	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
l	516265	10.4%
	447286	9.0%
e	442205	8.9%
p	441960	8.9%
c	425724	8.6%
o	381468	7.7%
i	371984	7.5%
t	310574	6.3%
a	303628	6.1%
N	285601	5.8%
Other values (19)	1024279	20.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4950974	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
l	516265	10.4%
	447286	9.0%
e	442205	8.9%
p	441960	8.9%
c	425724	8.6%
o	381468	7.7%
i	371984	7.5%
t	310574	6.3%
a	303628	6.1%
N	285601	5.8%
Other values (19)	1024279	20.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4950974	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
l	516265	10.4%
	447286	9.0%
e	442205	8.9%
p	441960	8.9%
c	425724	8.6%
o	381468	7.7%
i	371984	7.5%
t	310574	6.3%
a	303628	6.1%
N	285601	5.8%
Other values (19)	1024279	20.7%

Weather
Categorical

Distinct	17
Distinct (%)	< 0.1%
Missing	1
Missing (%)	< 0.1%
Memory size	17.9 MiB

Clear	129320
Fine	97032
Others	43773
Not Applicable	11906
Cloudy	7699
Other values (12)	12030

Length

Max length	29
Median length	14
Mean length	5.355733
Min length	4

Characters and Unicode

Total characters	1616146
Distinct characters	35
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Clear
2nd row	Light Rain
3rd row	Clear
4th row	Clear
5th row	Clear

Common Values

Value	Count	Frequency (%)
Clear	129320	42.9%
Fine	97032	32.2%
Others	43773	14.5%
Not Applicable	11906	3.9%
Cloudy	7699	2.6%
Very Hot	2832	0.9%
Light Rain	2226	0.7%
Very Cold	1732	0.6%
Fog / Mist	1259	0.4%
Snow	1140	0.4%
Other values (7)	2841	0.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
clear	129320	39.7%
fine	97032	29.8%
others	43773	13.4%
not	11906	3.7%
applicable	11906	3.7%
cloudy	7699	2.4%
very	4564	1.4%
hot	2832	0.9%
rain	2722	0.8%
light	2226	0.7%
Other values (16)	11989	3.7%

Most occurring characters

Value	Count	Frequency (%)
e	287477	17.8%
r	179131	11.1%
l	163269	10.1%
a	144717	9.0%
C	138751	8.6%
i	117174	7.3%
n	102667	6.4%
F	99043	6.1%
t	64266	4.0%
s	46580	2.9%
Other values (25)	273071	16.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1616146	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	287477	17.8%
r	179131	11.1%
l	163269	10.1%
a	144717	9.0%
C	138751	8.6%
i	117174	7.3%
n	102667	6.4%
F	99043	6.1%
t	64266	4.0%
s	46580	2.9%
Other values (25)	273071	16.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1616146	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	287477	17.8%
r	179131	11.1%
l	163269	10.1%
a	144717	9.0%
C	138751	8.6%
i	117174	7.3%
n	102667	6.4%
F	99043	6.1%
t	64266	4.0%
s	46580	2.9%
Other values (25)	273071	16.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1616146	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	287477	17.8%
r	179131	11.1%
l	163269	10.1%
a	144717	9.0%
C	138751	8.6%
i	117174	7.3%
n	102667	6.4%
F	99043	6.1%
t	64266	4.0%
s	46580	2.9%
Other values (25)	273071	16.9%

Lane_Type
Categorical

MISSING

Distinct	6
Distinct (%)	< 0.1%
Missing	239253
Missing (%)	79.3%
Memory size	16.6 MiB

DualLane	25007
Others	17293
SingleLane	14628
FourLane	4511
SixLane	831

Length

Max length	12
Median length	10
Mean length	7.9166667
Min length	6

Characters and Unicode

Total characters	494855
Distinct characters	21
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	DualLane
2nd row	DualLane
3rd row	DualLane
4th row	SingleLane
5th row	DualLane

Common Values

Value	Count	Frequency (%)
DualLane	25007	8.3%
Others	17293	5.7%
SingleLane	14628	4.8%
FourLane	4511	1.5%
SixLane	831	0.3%
Intermediate	238	0.1%
(Missing)	239253	79.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
duallane	25007	40.0%
others	17293	27.7%
singlelane	14628	23.4%
fourlane	4511	7.2%
sixlane	831	1.3%
intermediate	238	0.4%

Most occurring characters

Value	Count	Frequency (%)
e	77612	15.7%
a	70222	14.2%
n	59843	12.1%
L	44977	9.1%
l	39635	8.0%
u	29518	6.0%
D	25007	5.1%
r	22042	4.5%
t	17769	3.6%
h	17293	3.5%
Other values (11)	90937	18.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	494855	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	77612	15.7%
a	70222	14.2%
n	59843	12.1%
L	44977	9.1%
l	39635	8.0%
u	29518	6.0%
D	25007	5.1%
r	22042	4.5%
t	17769	3.6%
h	17293	3.5%
Other values (11)	90937	18.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	494855	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	77612	15.7%
a	70222	14.2%
n	59843	12.1%
L	44977	9.1%
l	39635	8.0%
u	29518	6.0%
D	25007	5.1%
r	22042	4.5%
t	17769	3.6%
h	17293	3.5%
Other values (11)	90937	18.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	494855	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	77612	15.7%
a	70222	14.2%
n	59843	12.1%
L	44977	9.1%
l	39635	8.0%
u	29518	6.0%
D	25007	5.1%
r	22042	4.5%
t	17769	3.6%
h	17293	3.5%
Other values (11)	90937	18.4%

Road_Markings
Categorical

MISSING

Distinct	7
Distinct (%)	< 0.1%
Missing	271601
Missing (%)	90.0%
Memory size	16.6 MiB

Centre White Line	17594
Centre Broken Line	7145
Kerb Line	2285
Directional Marking	1433
Zebra Crossing	863
Other values (2)	840

Length

Max length	19
Median length	17
Mean length	16.667042
Min length	6

Characters and Unicode

Total characters	502678
Distinct characters	29
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Centre White Line
2nd row	Centre White Line
3rd row	Centre White Line
4th row	Centre Yellow Line
5th row	Centre White Line

Common Values

Value	Count	Frequency (%)
Centre White Line	17594	5.8%
Centre Broken Line	7145	2.4%
Kerb Line	2285	0.8%
Directional Marking	1433	0.5%
Zebra Crossing	863	0.3%
Centre Yellow Line	838	0.3%
ACHARI	2	< 0.1%
(Missing)	271601	90.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
line	27862	32.4%
centre	25577	29.8%
white	17594	20.5%
broken	7145	8.3%
kerb	2285	2.7%
directional	1433	1.7%
marking	1433	1.7%
zebra	863	1.0%
crossing	863	1.0%
yellow	838	1.0%

Most occurring characters

Value	Count	Frequency (%)
e	109174	21.7%
n	64313	12.8%
	55735	11.1%
i	50618	10.1%
t	44604	8.9%
r	39599	7.9%
L	27862	5.5%
C	26442	5.3%
W	17594	3.5%
h	17594	3.5%
Other values (19)	49143	9.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	502678	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	109174	21.7%
n	64313	12.8%
	55735	11.1%
i	50618	10.1%
t	44604	8.9%
r	39599	7.9%
L	27862	5.5%
C	26442	5.3%
W	17594	3.5%
h	17594	3.5%
Other values (19)	49143	9.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	502678	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	109174	21.7%
n	64313	12.8%
	55735	11.1%
i	50618	10.1%
t	44604	8.9%
r	39599	7.9%
L	27862	5.5%
C	26442	5.3%
W	17594	3.5%
h	17594	3.5%
Other values (19)	49143	9.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	502678	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	109174	21.7%
n	64313	12.8%
	55735	11.1%
i	50618	10.1%
t	44604	8.9%
r	39599	7.9%
L	27862	5.5%
C	26442	5.3%
W	17594	3.5%
h	17594	3.5%
Other values (19)	49143	9.8%

Spot_Conditions
Categorical

IMBALANCE MISSING

Distinct	6
Distinct (%)	< 0.1%
Missing	248412
Missing (%)	82.3%
Memory size	16.5 MiB

Others	49158
Tree or Branches	2064
Construction Work or Materials	1073
Electric or Telephone or Pole or Cable	1052
Father	1

Length

Max length	38
Median length	6
Mean length	7.5006654
Min length	6

Characters and Unicode

Total characters	400153
Distinct characters	30
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	Others
2nd row	Others
3rd row	Others
4th row	Others
5th row	Others

Common Values

Value	Count	Frequency (%)
Others	49158	16.3%
Tree or Branches	2064	0.7%
Construction Work or Materials	1073	0.4%
Electric or Telephone or Pole or Cable	1052	0.3%
Father	1	< 0.1%
BUDDHISTS	1	< 0.1%
(Missing)	248412	82.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
others	49158	73.4%
or	6293	9.4%
tree	2064	3.1%
branches	2064	3.1%
construction	1073	1.6%
work	1073	1.6%
materials	1073	1.6%
electric	1052	1.6%
telephone	1052	1.6%
pole	1052	1.6%
Other values (3)	1054	1.6%

Most occurring characters

Value	Count	Frequency (%)
r	63851	16.0%
e	62736	15.7%
t	53430	13.4%
s	53368	13.3%
h	52275	13.1%
O	49158	12.3%
	13659	3.4%
o	11616	2.9%
l	5281	1.3%
a	5263	1.3%
Other values (20)	29516	7.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	400153	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	63851	16.0%
e	62736	15.7%
t	53430	13.4%
s	53368	13.3%
h	52275	13.1%
O	49158	12.3%
	13659	3.4%
o	11616	2.9%
l	5281	1.3%
a	5263	1.3%
Other values (20)	29516	7.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	400153	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	63851	16.0%
e	62736	15.7%
t	53430	13.4%
s	53368	13.3%
h	52275	13.1%
O	49158	12.3%
	13659	3.4%
o	11616	2.9%
l	5281	1.3%
a	5263	1.3%
Other values (20)	29516	7.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	400153	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	63851	16.0%
e	62736	15.7%
t	53430	13.4%
s	53368	13.3%
h	52275	13.1%
O	49158	12.3%
	13659	3.4%
o	11616	2.9%
l	5281	1.3%
a	5263	1.3%
Other values (20)	29516	7.4%

Side_Walk
Categorical

MISSING

Distinct	7
Distinct (%)	< 0.1%
Missing	254704
Missing (%)	84.4%
Memory size	16.6 MiB

Not Applicable	15287
No Side Walk	14346
Paved	7963
Concrete	6703
Asphalted	1562
Other values (2)	1196

Length

Max length	14
Median length	12
Mean length	10.694179
Min length	5

Characters and Unicode

Total characters	503236
Distinct characters	30
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	Asphalted
2nd row	Asphalted
3rd row	Asphalted
4th row	Not Applicable
5th row	Asphalted

Common Values

Value	Count	Frequency (%)
Not Applicable	15287	5.1%
No Side Walk	14346	4.8%
Paved	7963	2.6%
Concrete	6703	2.2%
Asphalted	1562	0.5%
Metalled	1195	0.4%
BUDDHISTS	1	< 0.1%
(Missing)	254704	84.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
not	15287	16.8%
applicable	15287	16.8%
no	14346	15.8%
side	14346	15.8%
walk	14346	15.8%
paved	7963	8.7%
concrete	6703	7.4%
asphalted	1562	1.7%
metalled	1195	1.3%
buddhists	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	54954	10.9%
l	48872	9.7%
	43979	8.7%
a	40353	8.0%
o	36336	7.2%
p	32136	6.4%
N	29633	5.9%
i	29633	5.9%
d	25066	5.0%
t	24747	4.9%
Other values (20)	137527	27.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	503236	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	54954	10.9%
l	48872	9.7%
	43979	8.7%
a	40353	8.0%
o	36336	7.2%
p	32136	6.4%
N	29633	5.9%
i	29633	5.9%
d	25066	5.0%
t	24747	4.9%
Other values (20)	137527	27.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	503236	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	54954	10.9%
l	48872	9.7%
	43979	8.7%
a	40353	8.0%
o	36336	7.2%
p	32136	6.4%
N	29633	5.9%
i	29633	5.9%
d	25066	5.0%
t	24747	4.9%
Other values (20)	137527	27.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	503236	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	54954	10.9%
l	48872	9.7%
	43979	8.7%
a	40353	8.0%
o	36336	7.2%
p	32136	6.4%
N	29633	5.9%
i	29633	5.9%
d	25066	5.0%
t	24747	4.9%
Other values (20)	137527	27.3%

RoadJunction
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	301761
Missing (%)	100.0%
Memory size	2.3 MiB

Collision_TypeB
Categorical

MISSING

Distinct	17
Distinct (%)	< 0.1%
Missing	125075
Missing (%)	41.4%
Memory size	18.0 MiB

Others	68117
Head on	26194
Rear end	12280
Skidding or Self accident	12175
Hit and Run	11476
Other values (12)	46444

Length

Max length	26
Median length	25
Mean length	10.049495
Min length	6

Characters and Unicode

Total characters	1775605
Distinct characters	34
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Others
2nd row	Others
3rd row	Others
4th row	Not Applicable
5th row	Others

Common Values

Value	Count	Frequency (%)
Others	68117	22.6%
Head on	26194	8.7%
Rear end	12280	4.1%
Skidding or Self accident	12175	4.0%
Hit and Run	11476	3.8%
Not Applicable	10811	3.6%
Not Applicable	9847	3.3%
Overturning	5435	1.8%
Side swipe	4592	1.5%
Run Off Road	4159	1.4%
Other values (7)	11600	3.8%
(Missing)	125075	41.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
others	68117	20.6%
head	26194	7.9%
on	26194	7.9%
not	20658	6.2%
applicable	20658	6.2%
hit	16813	5.1%
run	15635	4.7%
or	14466	4.4%
rear	12280	3.7%
end	12280	3.7%
Other values (22)	98161	29.6%

Most occurring characters

Value	Count	Frequency (%)
e	196128	11.0%
	164617	9.3%
t	133269	7.5%
r	111780	6.3%
n	108948	6.1%
i	106118	6.0%
d	104599	5.9%
a	94351	5.3%
O	77711	4.4%
s	75341	4.2%
Other values (24)	602743	33.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1775605	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	196128	11.0%
	164617	9.3%
t	133269	7.5%
r	111780	6.3%
n	108948	6.1%
i	106118	6.0%
d	104599	5.9%
a	94351	5.3%
O	77711	4.4%
s	75341	4.2%
Other values (24)	602743	33.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1775605	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	196128	11.0%
	164617	9.3%
t	133269	7.5%
r	111780	6.3%
n	108948	6.1%
i	106118	6.0%
d	104599	5.9%
a	94351	5.3%
O	77711	4.4%
s	75341	4.2%
Other values (24)	602743	33.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1775605	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	196128	11.0%
	164617	9.3%
t	133269	7.5%
r	111780	6.3%
n	108948	6.1%
i	106118	6.0%
d	104599	5.9%
a	94351	5.3%
O	77711	4.4%
s	75341	4.2%
Other values (24)	602743	33.9%

Accident_Road
Text

Distinct	157085
Distinct (%)	52.1%
Missing	123
Missing (%)	< 0.1%
Memory size	22.9 MiB

Length

Max length	100
Median length	85
Mean length	22.491324
Min length	1

Characters and Unicode

Total characters	6784238
Distinct characters	83
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	134221 ?
Unique (%)	44.5%

Sample

1st row	AMINAGAD BAGALKOT SGH-20 ROAD NEAR TIPPANNA GOUDAR FIELED
2nd row	SHIRUR AMINAGAD SH-20 ROAD NEAR KAMATAGI
3rd row	AMINAGAD TO BAGALKOT SH-20 ROAD NEAR BANATHIKOLLA
4th row	AMINAGAD BAGALKOT ROAD NEAR ADILASHA HOTEL
5th row	AMD TO BGK SH-20 ROAD NEAR AMINGAD SULEBAVI CROSS

Value	Count	Frequency (%)
road	185148	17.7%
near	46664	4.4%
nh	31928	3.0%
village	20090	1.9%
main	19660	1.9%
to	12706	1.2%
cross	12148	1.2%
	8204	0.8%
other	7314	0.7%
highway	7159	0.7%
Other values (78022)	697893	66.5%

Most occurring characters

Value	Count	Frequency (%)
	757812	11.2%
a	645418	9.5%
A	455142	6.7%
R	339105	5.0%
r	241379	3.6%
N	233395	3.4%
o	218160	3.2%
d	198986	2.9%
i	187331	2.8%
H	185048	2.7%
Other values (73)	3322462	49.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	6784238	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	757812	11.2%
a	645418	9.5%
A	455142	6.7%
R	339105	5.0%
r	241379	3.6%
N	233395	3.4%
o	218160	3.2%
d	198986	2.9%
i	187331	2.8%
H	185048	2.7%
Other values (73)	3322462	49.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	6784238	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	757812	11.2%
a	645418	9.5%
A	455142	6.7%
R	339105	5.0%
r	241379	3.6%
N	233395	3.4%
o	218160	3.2%
d	198986	2.9%
i	187331	2.8%
H	185048	2.7%
Other values (73)	3322462	49.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	6784238	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	757812	11.2%
a	645418	9.5%
A	455142	6.7%
R	339105	5.0%
r	241379	3.6%
N	233395	3.4%
o	218160	3.2%
d	198986	2.9%
i	187331	2.8%
H	185048	2.7%
Other values (73)	3322462	49.0%

Landmark_first
Text

Distinct	156356
Distinct (%)	51.9%
Missing	568
Missing (%)	0.2%
Memory size	20.9 MiB

Length

Max length	139
Median length	104
Mean length	15.742733
Min length	1

Characters and Unicode

Total characters	4741601
Distinct characters	66
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	135321 ?
Unique (%)	44.9%

Sample

1st row	8
2nd row	14
3rd row	BANATHIKOLLA
4th row	500 MITER
5th row	100MM

Value	Count	Frequency (%)
near	77910	9.8%
road	33160	4.2%
1	20013	2.5%
village	16409	2.1%
cross	12899	1.6%
pole	10473	1.3%
bus	9893	1.2%
gate	9353	1.2%
temple	7345	0.9%
house	7153	0.9%
Other values (67693)	590323	74.3%

Most occurring characters

Value	Count	Frequency (%)
	499921	10.5%
a	402160	8.5%
A	273981	5.8%
e	208458	4.4%
r	188258	4.0%
N	173915	3.7%
R	165888	3.5%
l	151587	3.2%
E	149354	3.1%
o	135712	2.9%
Other values (56)	2392367	50.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4741601	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	499921	10.5%
a	402160	8.5%
A	273981	5.8%
e	208458	4.4%
r	188258	4.0%
N	173915	3.7%
R	165888	3.5%
l	151587	3.2%
E	149354	3.1%
o	135712	2.9%
Other values (56)	2392367	50.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4741601	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	499921	10.5%
a	402160	8.5%
A	273981	5.8%
e	208458	4.4%
r	188258	4.0%
N	173915	3.7%
R	165888	3.5%
l	151587	3.2%
E	149354	3.1%
o	135712	2.9%
Other values (56)	2392367	50.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4741601	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	499921	10.5%
a	402160	8.5%
A	273981	5.8%
e	208458	4.4%
r	188258	4.0%
N	173915	3.7%
R	165888	3.5%
l	151587	3.2%
E	149354	3.1%
o	135712	2.9%
Other values (56)	2392367	50.5%

landmark_second
Text

MISSING

Distinct	23158
Distinct (%)	50.4%
Missing	255792
Missing (%)	84.8%
Memory size	10.9 MiB

Length

Max length	98
Median length	77
Mean length	12.72997
Min length	1

Characters and Unicode

Total characters	585184
Distinct characters	64
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	20368 ?
Unique (%)	44.3%

Sample

1st row	10
2nd row	14
3rd row	1
4th row	3
5th row	6

Value	Count	Frequency (%)
near	4982	4.8%
road	3987	3.9%
pole	2785	2.7%
1	2631	2.6%
0	2107	2.1%
2	1983	1.9%
village	1720	1.7%
house	1541	1.5%
light	1172	1.1%
electric	1080	1.1%
Other values (15975)	78756	76.7%

Most occurring characters

Value	Count	Frequency (%)
	57974	9.9%
a	43216	7.4%
A	31615	5.4%
e	25097	4.3%
E	22530	3.9%
R	20346	3.5%
r	19545	3.3%
l	17915	3.1%
N	17370	3.0%
L	17085	2.9%
Other values (54)	312491	53.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	585184	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	57974	9.9%
a	43216	7.4%
A	31615	5.4%
e	25097	4.3%
E	22530	3.9%
R	20346	3.5%
r	19545	3.3%
l	17915	3.1%
N	17370	3.0%
L	17085	2.9%
Other values (54)	312491	53.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	585184	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	57974	9.9%
a	43216	7.4%
A	31615	5.4%
e	25097	4.3%
E	22530	3.9%
R	20346	3.5%
r	19545	3.3%
l	17915	3.1%
N	17370	3.0%
L	17085	2.9%
Other values (54)	312491	53.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	585184	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	57974	9.9%
a	43216	7.4%
A	31615	5.4%
e	25097	4.3%
E	22530	3.9%
R	20346	3.5%
r	19545	3.3%
l	17915	3.1%
N	17370	3.0%
L	17085	2.9%
Other values (54)	312491	53.4%

Distance_LandMark_First
Text

Distinct	6876
Distinct (%)	2.3%
Missing	304
Missing (%)	0.1%
Memory size	17.4 MiB

Length

Max length	6
Median length	4
Mean length	3.5955642
Min length	1

Characters and Unicode

Total characters	1083908
Distinct characters	67
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3058 ?
Unique (%)	1.0%

Sample

1st row	8
2nd row	14
3rd row	3
4th row	500M
5th row	100MM

Value	Count	Frequency (%)
km	72542	17.0%
1	20995	4.9%
10	16505	3.9%
2	14376	3.4%
15	11552	2.7%
ft	10843	2.5%
5	10802	2.5%
3	10388	2.4%
kms	10062	2.4%
12	9453	2.2%
Other values (2745)	239481	56.1%

Most occurring characters

Value	Count	Frequency (%)
0	149287	13.8%
	126000	11.6%
1	113624	10.5%
M	96425	8.9%
K	92048	8.5%
5	72238	6.7%
2	68196	6.3%
m	56920	5.3%
3	32952	3.0%
k	32103	3.0%
Other values (57)	244115	22.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1083908	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	149287	13.8%
	126000	11.6%
1	113624	10.5%
M	96425	8.9%
K	92048	8.5%
5	72238	6.7%
2	68196	6.3%
m	56920	5.3%
3	32952	3.0%
k	32103	3.0%
Other values (57)	244115	22.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1083908	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	149287	13.8%
	126000	11.6%
1	113624	10.5%
M	96425	8.9%
K	92048	8.5%
5	72238	6.7%
2	68196	6.3%
m	56920	5.3%
3	32952	3.0%
k	32103	3.0%
Other values (57)	244115	22.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1083908	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	149287	13.8%
	126000	11.6%
1	113624	10.5%
M	96425	8.9%
K	92048	8.5%
5	72238	6.7%
2	68196	6.3%
m	56920	5.3%
3	32952	3.0%
k	32103	3.0%
Other values (57)	244115	22.5%

Distance_LandMark_Second
Text

MISSING

Distinct	2142
Distinct (%)	8.0%
Missing	274895
Missing (%)	91.1%
Memory size	9.9 MiB

Length

Max length	6
Median length	5
Mean length	3.0107199
Min length	1

Characters and Unicode

Total characters	80886
Distinct characters	57
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1029 ?
Unique (%)	3.8%

Sample

1st row	20
2nd row	4
3rd row	3
4th row	11KM
5th row	80 MTR

Value	Count	Frequency (%)
ft	1399	4.5%
1	1365	4.4%
50	1241	4.0%
30	1078	3.5%
20	1027	3.3%
100	945	3.1%
2	913	3.0%
km	900	2.9%
10	876	2.8%
40	850	2.7%
Other values (1001)	20334	65.7%

Most occurring characters

Value	Count	Frequency (%)
0	17055	21.1%
1	8125	10.0%
5	7368	9.1%
2	5888	7.3%
F	4160	5.1%
	4072	5.0%
T	4051	5.0%
3	3438	4.3%
t	3189	3.9%
M	3174	3.9%
Other values (47)	20366	25.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	80886	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	17055	21.1%
1	8125	10.0%
5	7368	9.1%
2	5888	7.3%
F	4160	5.1%
	4072	5.0%
T	4051	5.0%
3	3438	4.3%
t	3189	3.9%
M	3174	3.9%
Other values (47)	20366	25.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	80886	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	17055	21.1%
1	8125	10.0%
5	7368	9.1%
2	5888	7.3%
F	4160	5.1%
	4072	5.0%
T	4051	5.0%
3	3438	4.3%
t	3189	3.9%
M	3174	3.9%
Other values (47)	20366	25.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	80886	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	17055	21.1%
1	8125	10.0%
5	7368	9.1%
2	5888	7.3%
F	4160	5.1%
	4072	5.0%
T	4051	5.0%
3	3438	4.3%
t	3189	3.9%
M	3174	3.9%
Other values (47)	20366	25.2%

Accident_Description
Text

Distinct	258958
Distinct (%)	85.9%
Missing	145
Missing (%)	< 0.1%
Memory size	240.5 MiB

Length

Max length	6275
Median length	2472
Mean length	177.83286
Min length	1

Characters and Unicode

Total characters	53637236
Distinct characters	274
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	253712 ?
Unique (%)	84.1%

Sample

1st row	AMINAGADA TO BAGALKOT SH-20 ROAD NEAR TIPPANNA GOUDAR FIELED
2nd row	SHIRUR AMINAGAD SH-20 ROAD NEAR KAMATAGI
3rd row	AMINAGAD BAGALKOT SH-20 NEAR BANATHIKOLL
4th row	AMINAGAD BAGALKOT SH-20 ROAD NEAR ADILSHA HOTELA
5th row	AMD TO BGK SH-20 ROAD NEAR AMINAGAD SULEBAVI CROSS

Value	Count	Frequency (%)
ರಸ್ತೆ	136214	1.9%
ಇರುತ್ತದೆ	106129	1.5%
ರಸ್ತೆಯ	90424	1.3%
ಅಡಿ	79515	1.1%
ಕಡೆಗೆ	73775	1.0%
ಈ	71974	1.0%
ಅಪಘಾತ	69596	1.0%
road	61593	0.9%
ರಸ್ತೆಯಲ್ಲಿ	56394	0.8%
	54873	0.8%
Other values (356260)	6414964	88.9%

Most occurring characters

Value	Count	Frequency (%)
	7350426	13.7%
್	4168913	7.8%
ರ	2984909	5.6%
ಿ	2807560	5.2%
ದ	2252727	4.2%
ೆ	2023159	3.8%
ಾ	1903994	3.5%
ತ	1897229	3.5%
ು	1879970	3.5%
ಕ	1772069	3.3%
Other values (264)	24596280	45.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	53637236	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	7350426	13.7%
್	4168913	7.8%
ರ	2984909	5.6%
ಿ	2807560	5.2%
ದ	2252727	4.2%
ೆ	2023159	3.8%
ಾ	1903994	3.5%
ತ	1897229	3.5%
ು	1879970	3.5%
ಕ	1772069	3.3%
Other values (264)	24596280	45.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	53637236	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	7350426	13.7%
್	4168913	7.8%
ರ	2984909	5.6%
ಿ	2807560	5.2%
ದ	2252727	4.2%
ೆ	2023159	3.8%
ಾ	1903994	3.5%
ತ	1897229	3.5%
ು	1879970	3.5%
ಕ	1772069	3.3%
Other values (264)	24596280	45.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	53637236	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	7350426	13.7%
್	4168913	7.8%
ರ	2984909	5.6%
ಿ	2807560	5.2%
ದ	2252727	4.2%
ೆ	2023159	3.8%
ಾ	1903994	3.5%
ತ	1897229	3.5%
ು	1879970	3.5%
ಕ	1772069	3.3%
Other values (264)	24596280	45.9%

Latitude
Real number (ℝ)

ZEROS

Distinct	91009
Distinct (%)	30.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.5785584

Minimum	0
Maximum	131.42999
Zeros	204549
Zeros (%)	67.8%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	12.941537
95-th percentile	16.20098
Maximum	131.42999
Range	131.42999
Interquartile range (IQR)	12.941537

Descriptive statistics

Standard deviation	6.9603076
Coefficient of variation (CV)	1.5201963
Kurtosis	7.560761
Mean	4.5785584
Median Absolute Deviation (MAD)	0
Skewness	1.5777491
Sum	1381630.4
Variance	48.445882
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	204549	67.8%
6.752783	246	0.1%
14	101	< 0.1%
77.553864	77	< 0.1%
13.2298289	61	< 0.1%
13.241716	57	< 0.1%
13.21992627	54	< 0.1%
13	51	< 0.1%
37.088342	50	< 0.1%
13.030265	50	< 0.1%
Other values (90999)	96465	32.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	204549	67.8%
0.0012	1	< 0.1%
0.1	1	< 0.1%
0.122	1	< 0.1%
0.1234567	1	< 0.1%
0.1255262	1	< 0.1%
0.1256489	1	< 0.1%
0.12565754	1	< 0.1%
0.125751	1	< 0.1%
0.12575321	1	< 0.1%

Value	Count	Frequency (%)
131.42999	1	< 0.1%
77.9686414	1	< 0.1%
77.71312018	1	< 0.1%
77.69644797	1	< 0.1%
77.68386414	1	< 0.1%
77.6814521	3	< 0.1%
77.67611064	1	< 0.1%
77.6714521	1	< 0.1%
77.67122646	1	< 0.1%
77.66829989	1	< 0.1%

Longitude
Real number (ℝ)

ZEROS

Distinct	91160
Distinct (%)	30.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24.353019

Minimum	0
Maximum	776.14339
Zeros	204552
Zeros (%)	67.8%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	75.05879
95-th percentile	77.544123
Maximum	776.14339
Range	776.14339
Interquartile range (IQR)	75.05879

Descriptive statistics

Standard deviation	35.572713
Coefficient of variation (CV)	1.4607106
Kurtosis	-0.73603112
Mean	24.353019
Median Absolute Deviation (MAD)	0
Skewness	0.80663209
Sum	7348791.3
Variance	1265.4179
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	204552	67.8%
68.177512	162	0.1%
76	107	< 0.1%
97.412897	87	< 0.1%
12.4089459	81	< 0.1%
77	67	< 0.1%
77.702282	64	< 0.1%
77.713731	56	< 0.1%
77.67141724	54	< 0.1%
77.539309	49	< 0.1%
Other values (91150)	96482	32.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	204552	67.8%
0.1	1	< 0.1%
0.1234567	1	< 0.1%
0.125656	1	< 0.1%
0.46	1	< 0.1%
0.7700843	1	< 0.1%
0.77304877	1	< 0.1%
0.77314627	1	< 0.1%
0.77314634	1	< 0.1%
0.77315127	1	< 0.1%

Value	Count	Frequency (%)
776.14339	1	< 0.1%
177.672668	1	< 0.1%
99.573812	1	< 0.1%
97.542	1	< 0.1%
97.42578	1	< 0.1%
97.412898	4	< 0.1%
97.412897	87	< 0.1%
97.41289	2	< 0.1%
97.412289	1	< 0.1%
97.352468	1	< 0.1%

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	DISTRICTNAME	UNITNAME	Crime_No	Year	RI	Noofvehicle_involved	Accident_Classification	Accident_Spot	Accident_Location	Accident_SubLocation	Accident_SpotB	Main_Cause	Hit_Run	Severity	Collision_Type	Junction_Control	Road_Character	Road_Type	Surface_Type	Surface_Condition	Road_Condition	Weather	Lane_Type	Road_Markings	Spot_Conditions	Side_Walk	RoadJunction	Collision_TypeB	Accident_Road	Landmark_first	landmark_second	Distance_LandMark_First	Distance_LandMark_Second	Accident_Description
0	Bagalkot	Amengad PS	10470124520160139	2016	1	1	Road Accidents	Bottleneck	Rural Areas	Open area	NaN	Human Error	No	Grievous Injury	Drowned	Not Applicable	Curve	State Highway	Bitumen(Tar)	Dry	Not Applicable	Clear	NaN	NaN	NaN	Asphalted	NaN	NaN	AMINAGAD BAGALKOT SGH-20 ROAD NEAR TIPPANNA GOUDAR FIELED	8	NaN	8	NaN	AMINAGADA TO BAGALKOT SH-20 ROAD NEAR TIPPANNA GOUDAR FIELED
1	Bagalkot	Amengad PS	10470124520160143	2016	1	1	Road Accidents	Bridge	Villages settlement	Narrow bridge or culverts	NaN	Human Error	No	Fatal	Hit fixed object	Not Applicable	Others	State Highway	Bitumen(Tar)	Not Applicable	Not Applicable	Light Rain	DualLane	Centre White Line	NaN	Asphalted	NaN	NaN	SHIRUR AMINAGAD SH-20 ROAD NEAR KAMATAGI	14	NaN	14	NaN	SHIRUR AMINAGAD SH-20 ROAD NEAR KAMATAGI
2	Bagalkot	Amengad PS	10470124520160056	2016	1	2	Road Accidents	Bottleneck	City/Town	Near School or College	NaN	Human Error	Yes	Damage Only	Hit and Run	Not Applicable	Not Applicable	State Highway	Bitumen(Tar)	Dry	Not Applicable	Clear	DualLane	Centre White Line	Others	Asphalted	NaN	NaN	AMINAGAD TO BAGALKOT SH-20 ROAD NEAR BANATHIKOLLA	BANATHIKOLLA	NaN	3	NaN	AMINAGAD BAGALKOT SH-20 NEAR BANATHIKOLL
3	Bagalkot	Amengad PS	10470124520160134	2016	1	2	Road Accidents	Bottleneck	Rural Areas	Residential area	NaN	Human Error	No	Damage Only	Head on	Not Applicable	Not Applicable	State Highway	Bitumen(Tar)	Dry	Not Applicable	Clear	DualLane	Centre White Line	Others	NaN	NaN	NaN	AMINAGAD BAGALKOT ROAD NEAR ADILASHA HOTEL	500 MITER	NaN	500M	NaN	AMINAGAD BAGALKOT SH-20 ROAD NEAR ADILSHA HOTELA
4	Bagalkot	Amengad PS	10470124520160161	2016	1	1	Road Accidents	Cross roads	City/Town	At pedestrian Crossing	NaN	Human Error	Yes	Fatal	Head on	Give way sign	Not Applicable	State Highway	Bitumen(Tar)	Dry	Not Applicable	Clear	NaN	NaN	NaN	Not Applicable	NaN	NaN	AMD TO BGK SH-20 ROAD NEAR AMINGAD SULEBAVI CROSS	100MM	NaN	100MM	NaN	AMD TO BGK SH-20 ROAD NEAR AMINAGAD SULEBAVI CROSS
5	Bagalkot	Amengad PS	10470124520160063	2016	1	1	Road Accidents	Not Applicable	Rural Areas	Near or inside a village	NaN	Human Error	No	Grievous Injury	Hit animal	Not Applicable	Not Applicable	Village Road	Bitumen(Tar)	Dry	Not Applicable	Clear	SingleLane	NaN	NaN	Asphalted	NaN	NaN	GUDUR TO MURADI ROAD CHOUKI MADDI	CHOUKKI MADDI	NaN	20	NaN	ಗುಡೂರ ಮುರಡಿ ರೋಡ ಚೌಕಿ ಮಡ್ಡಿ ಹತ್ತಿರ
6	Bagalkot	Amengad PS	10470124520160169	2016	1	2	Road Accidents	Bottleneck	Rural Areas	Open area	NaN	Human Error	No	Damage Only	Hit fixed object	Not Applicable	Others	State Highway	Bitumen(Tar)	Dry	Not Applicable	Fine	DualLane	Centre Yellow Line	Others	Asphalted	NaN	NaN	AMINAGAD BAGALKOT SH -20 ROAD NEAR GOUDAR FILEID	7	NaN	7	NaN	ಅಮಿನಗಡ ಬಾಗಲಕೋಟ ೆಸ್ ಎಚ್-20 ರಸ್ತೆ ಮೇಲೆ ಗೌಡರ ಜಮೀನದ ಹತ್ತಿರ
7	Bagalkot	Amengad PS	10470124520160011	2016	1	2	Not Applicable	Bottleneck	Rural Areas	Near School or College	NaN	Human Error	No	Grievous Injury	Rear end	Not Applicable	Not Applicable	Village Road	Bitumen(Tar)	Others	Not Applicable	Fine	Others	NaN	NaN	NaN	NaN	NaN	ILAL VADAGERI VILLAGE	20	NaN	20	NaN	ಇಲಾಳ ವಡಗೇರಿ ರಸ್ತೆ ಮೇಲೆ
8	Bagalkot	Amengad PS	10470124520160058	2016	1	1	Road Accidents	More than four arms	City/Town	In bazaar	NaN	Human Error	No	Fatal	Hit fixed object	Signals (Working)	Others	State Highway	Bitumen(Tar)	Not Applicable	Not Applicable	Clear	DualLane	Centre White Line	Others	Asphalted	NaN	NaN	HUNAGUND TO AMINAGAD SH-20 ROAD NEAR KURI BAZAR	KURI BAZAR	NaN	2 KM	NaN	HUNGUND TO AMINGAD SH-20 ROAD NEAR KURI BAZAR
9	Bagalkot	Amengad PS	10470124520160093	2016	1	1	Road Accidents	Road hump or Rumble strips	Rural Areas	Narrow bridge or culverts	NaN	Human Error	No	Fatal	Head on	Not at Junction	Others	One way	Bitumen(Tar)	Dry	Not Applicable	Clear	NaN	NaN	Others	NaN	NaN	NaN	AMINAGAD SANGAM ROAD	5	NaN	5	NaN	ಅಮೀನಗಡ ಸಂಗಮ ರೋಡ ಹುಲಗಿನಾಳ ಹತ್ತಿರ ಘಟಮಟ್ಟೇಶ್ವರ ದ್ವಾರ ಬಾಗಿಲು ಹತ್ತಿರ

	DISTRICTNAME	UNITNAME	Crime_No	Year	RI	Noofvehicle_involved	Accident_Classification	Accident_Spot	Accident_Location	Accident_SubLocation	Accident_SpotB	Main_Cause	Hit_Run	Severity	Collision_Type	Junction_Control	Road_Character	Road_Type	Surface_Type	Surface_Condition	Road_Condition	Weather	Lane_Type	Road_Markings	Spot_Conditions	Side_Walk	RoadJunction	Collision_TypeB	Accident_Road	Landmark_first	landmark_second	Distance_LandMark_First	Distance_LandMark_Second	Accident_Description	Latitude	Longitude
301751	Yadgir	Yadgiri Traffic PS	10978215920230042	2023	1	2	Road Accidents	Cross roads	City/Town	Near office complex	Other	Human Error	Yes	Grievous Injury	Vehicle to Vehicle	Not at Junction	Others	NH	Bitumen(Tar)	Dry	Not Applicable	Clear	NaN	NaN	NaN	NaN	NaN	Hit and Run	NEAR GRREN CITY YADAGIRI	02 KM	NaN	02 KM	NaN	ಪೂರ್ವಕ್ಕೆ-ಯಾದಗಿರಿ ನಗರದ ಹೊಸ ನಿವೇಶನಗಳು ಹಾಕಿದ ಜಾಗ ರುತ್ತದೆ. ಪಶ್ಚಿಮಕ್ಕೆ-.ಯಾದಗಿರಿ ನಗರದ ಗ್ರೀನ್ ಸಿಟಿ ಹಾಗೂ ಸೆಂಚುರಿಯನ್ ಶಾಲೆಗೆ ರಸ್ತೆ ಇರುತ್ತದೆ ಉತ್ತರಕ್ಕೆ –ವಾಡಿ ಕಡೆ ಹೋಗುವ ಎನ್ ಹೆಚ್ 150 ರಸ್ತೆ ಇರುತ್ತದೆ. ದಕ್ಷಿಣಕ್ಕೆ – ಯಾದಗಿರಿ ನಗರ ಕಡೆ ಬರುವ ಎನ್ ಹೆಚ್ 150 ರಸ್ತೆ ಇರುತ್ತದೆ	16.758402	77.123453
301752	Yadgir	Yadgiri Traffic PS	10978215920230049	2023	1	1	Road Accidents	Not Applicable	Rural Areas	Open area	Straight and flat	Human Error	Yes	Fatal	Hit pedestrian	Not Applicable	Straight and flat	NH	Concrete	Dry	Not Applicable	Fine	NaN	NaN	NaN	NaN	NaN	Hit and Run	Yadgir-Hyderabad Road	Near Sakryanayak Thanda	NaN	100 mt	NaN	Yadgir-Hyderabad Road, Near Sakryanayak Thanda	16.776279	77.207245
301753	Yadgir	Yadgiri Traffic PS	10978215920230057	2023	1	1	Road Accidents	Not Applicable	City/Town	Narrow bridge or culverts	Curve	Human Error	No	Grievous Injury	Hit pedestrian	Not Applicable	Curve	State Highway	Bitumen(Tar)	Dry	Not Applicable	Fine	NaN	NaN	NaN	NaN	NaN	Hit parked vehicle	NEAR BHEEMA BRIDGE YADAGIRI	06 KM SOUT FROM PS	NaN	06 KM	NaN	.	16.741806	77.124326
301754	Yadgir	Yadgiri Traffic PS	10978215920230059	2023	1	2	Road Accidents	Cross roads	City/Town	Near office complex	Curve	Human Error	No	Grievous Injury	Vehicle to Vehicle	Not at Junction	Curve	Major District Road	Bitumen(Tar)	Dry	Not Applicable	Fine	NaN	NaN	NaN	NaN	NaN	Hit parked vehicle	NEAR MUNCIPALTY OFFICE YADAGIRI	500 M	NaN	500 M	NaN	ಪೂರ್ವಕ್ಕೆ- ಯಾದಗಿರಿ ನಗರದ ಸ್ವಪ್ನಾ ಟಾಕಿಜ್ ಇರುತ್ತದೆ. ಪಶ್ಚಿಮಕ್ಕೆ- ಯಾದಗಿರಿ ನಗರದ ನಗರ ಸಭೆ ಇರುತ್ತದೆ. ಉತ್ತರಕ್ಕೆ – ಯಾದಗಿರಿ ನಗರದ ಹತ್ತಿಕುಣಿ ಕಡೆಗೆ ಹೋಗುವ ಮುಖ್ಯ ರಸ್ತೆ ಇರುತ್ತದೆ. ದಕ್ಷಿಣಕ್ಕೆ – ಯಾದಗಿರಿ ನಗರದ ಕನಕ ವೃತ್ತದ ಕಡೆಗೆ ಹೋಗುವ ಮುಖ್ಯ ರಸ್ತೆ ಇರುತ್ತದೆ.	16.765804	77.132050
301755	Yadgir	Yadgiri Traffic PS	10978215920230070	2023	1	2	Not Applicable	Not Applicable	City/Town	Open area	Other	Human Error	No	Grievous Injury	Vehicle to Vehicle	Not at Junction	Others	Others	Bitumen(Tar)	Dry	Not Applicable	Fine	NaN	NaN	NaN	NaN	NaN	Others	NEAR BHIMAPPA TELAGAR FIELD YADAGRI	03 KM	NaN	03 KM	NaN	.	16.477004	77.108417
301756	Yadgir	Yadgiri Traffic PS	10978215920230010	2023	1	2	Road Accidents	Cross roads	City/Town	Near School or College	Other	Human Error	Not Applicable	Grievous Injury	Vehicle to Vehicle	Not at Junction	Others	NH	Bitumen(Tar)	Dry	Not Applicable	Clear	NaN	NaN	NaN	NaN	NaN	Run Off Road	NEAR DEGREE COLLEGE CROSS YADAGIRI	01 KM	NaN	01 KM	NaN	ಪೂರ್ವಕ್ಕೆ- ಯಾದಗಿರಿ ನಗರದ ಕಡೆ ಬರುವ ಎನ್ ಹೆಚ್ 150 ರಸ್ತೆ ಇರುತ್ತದೆ. ಪಶ್ಚಿಮಕ್ಕೆ- ವಾಡಿ ಕಡೆ ಹೋಗುವ ಎನ್ ಹೆಚ್ 150 ರಸ್ತೆ ಇರುತ್ತದೆ. ಉತ್ತರಕ್ಕೆ –.ಯಾದಗಿರಿ ಗ್ರಾಮೀಣ ಪೊಲೀಸ್ ಠಾಣೆ ಕಡೆಗೆ ಹೋಗುವ ರಸ್ತೆ ಇರುತ್ತದೆ. ದಕ್ಷಿಣಕ್ಕೆ – ಯಾದಗಿರಿ ಡಿಗ್ರಿ ಕಾಲೇಜ್ ಇರುತ್ತದೆ.	16.752914	77.127311
301757	Yadgir	Yadgiri Traffic PS	10978215920230030	2023	1	2	Road Accidents	Cross roads	City/Town	Near office complex	Curve	Human Error	No	Grievous Injury	Vehicle to Vehicle	Not Applicable	Curve	Minor District Road	Bitumen(Tar)	Dry	Not Applicable	Fine	NaN	NaN	NaN	NaN	NaN	Hit and Run	NEAR TAMILUNADU BANK	2 KM	NaN	1.5KM	NaN	ಪೂರ್ವಕ್ಕೆ- ದೋಖಾ ಶಾಲೆ ಕಡೆ ಹೋಗುವ ರಸ್ತೆ ಇರುತ್ತದೆ. ಪಶ್ಚಿಮಕ್ಕೆ- ತಮುಳು ನಾಡು ಮತ್ತು ಯಶ್ ಬ್ಯಾಂಕ ಇರುತ್ತದೆ. ಉತ್ತರಕ್ಕೆ – ವಾಡಿ ಕಡೆಗೆ ಹೋಗುವ ಎನ್ ಹೆಚ್ 150 ಮುಖ್ಯ ರಸ್ತೆ ಇರುತ್ತದೆ. ದಕ್ಷಿಣಕ್ಕೆ –ಯಾದಗಿರಿ ನಗರದ ಸುಭಾಷ ವೃತ್ತ ಕಡೆಗೆ ಬರುವ ಮುಖ್ಯ ರಸ್ತೆ ಇರುತ್ತದೆ.	0.000000	0.000000
301758	Yadgir	Yadgiri Traffic PS	10978215920230037	2023	1	1	Road Accidents	Not Applicable	City/Town	Near a factory industrial area	Straight and flat	Human Error	No	Fatal	Not Applicable	Not Applicable	Straight and flat	NH	Bitumen(Tar)	Dry	Not Applicable	Fine	DualLane	NaN	NaN	NaN	NaN	Skidding or Self accident	Yadgir-Hyderabad Road, Near Saidapur Hotel Yadgir	Near Saidapur Hotel Yadgir	NaN	50 mt	NaN	Yadgir-Hyderabad Road, Near Saidapur Hotel Yadgir	0.000000	0.000000
301759	Yadgir	Yadgiri Traffic PS	10978215920230044	2023	1	1	Road Accidents	Cross roads	City/Town	Residential area	Curve	Human Error	No	Grievous Injury	Hit pedestrian	Uncontrolled	Curve	NH	Bitumen(Tar)	Dry	Not Applicable	Clear	NaN	NaN	NaN	NaN	NaN	Run Off Road	NEAR GUNJ 2nd GATE YADAGIRI	03 KM	NaN	03 KM	NaN	ಪೂರ್ವಕ್ಕೆ-ಶ್ರೀ ಬಸವೇಶ್ವರ ಎ.ಪಿ.ಎಮ್.ಸಿ (ಗಂಜ್) ಎರಡನೇ ಗೇಟ್ ಇರುತ್ತದೆ. ಪಶ್ಚಿಮಕ್ಕೆ-.ಮುಖ್ಯ ರಸ್ತೆ ಅದರಾಚೆ ಸುಲೆಮಾನ್ ಸ್ಟೀಲ್ ಮತ್ತು ವೆಲ್ಡಿಂಗ್ ಶಾಪ್ ಇರುತ್ತದೆ ಉತ್ತರಕ್ಕೆ –ಹೈದ್ರಾಬಾದ ಮತ್ತು ಯಾದಗಿರಿ ಗಂಜ್ ಕ್ರಾಸ್ ಕಡೆಗೆ ಹೋಗುವ ಮುಖ್ಯ ರಸ್ತೆ ಇರುತ್ತದೆ. ದಕ್ಷಿಣಕ್ಕೆ – ಯಾದಗಿರಿ ಹೊಸಳ್ಳಿ ಕ್ರಾಸ್ ಕಡೆಗೆ ಬರುವ ಮುಖ್ಯ ರಸ್ತೆ ಇರುತ್ತದೆ	16.763682	77.147579
301760	Yadgir	Yadgiri Traffic PS	10978215920230017	2023	1	1	Road Accidents	Not Applicable	City/Town	Residential area	Other	Human Error	No	Grievous Injury	Hit pedestrian	Not Applicable	Not Applicable	NH	Bitumen(Tar)	Dry	Not Applicable	Fine	NaN	NaN	NaN	NaN	NaN	Hit parked vehicle	IMPIRIYALGARDEN YADAGIRI	03 KM	NaN	03 KM	NaN	ಪೂರ್ವಕ್ಕೆ- ಹೈದ್ರಾಬಾದ ಕಡೆ ಹೋಗುವ ಎನ್.ಹೆಚ್.150 ರಸ್ತೆ ಇರುತ್ತದೆ. ಪಶ್ಚಿಮಕ್ಕೆ- ಯಾದಗಿರಿ ನಗರದ ಕಡೆ ಬರುವ ಎನ್ ಹೆಚ್ 150 ರಸ್ತೆ ಇರುತ್ತದೆ. ಉತ್ತರಕ್ಕೆ – ಖುಲ್ಲಾ ಜಾಗೆ ಗಂಜ್ ಇಂಡಸ್ಟಿಯಲ್ ಏರಿಯಾ ಇರುತ್ತದೆ. ದಕ್ಷಿಣಕ್ಕೆ – ಇಂಪಿರಿಯಲ್ ಗಾರ್ಡನ್ ಫಂಕ್ಷನ ಹಾಲ್ ಇರುತ್ತದೆ	0.000000	0.000000

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